{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T11:11:22Z","timestamp":1778065882410,"version":"3.51.4"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032251558","type":"print"},{"value":"9783032251565","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-25156-5_26","type":"book-chapter","created":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T10:14:47Z","timestamp":1778062487000},"page":"500-517","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Semantics-Aware Caching for\u00a0Concept Learning"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7975-8794","authenticated-orcid":false,"given":"Louis Mozart","family":"Kamdem Teyou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8970-3850","authenticated-orcid":false,"given":"Caglar","family":"Demir","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7112-3516","authenticated-orcid":false,"given":"Axel-Cyrille","family":"Ngonga Ngomo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,5,7]]},"reference":[{"key":"26_CR1","unstructured":"Ari, I., Amer, A., Gramacy, R.B., Miller, E.L., Brandt, S.A., Long, D.D.: Acme: adaptive caching using multiple experts. In: WDAS, vol.\u00a02, pp. 143\u2013158 (2002)"},{"key":"26_CR2","doi-asserted-by":"crossref","unstructured":"Baader, F., Horrocks, I., Sattler, U.: Description logics. In: Handbook on ontologies, pp. 21\u201343. Springer, Cham (2009)","DOI":"10.1007\/978-3-540-92673-3_1"},{"issue":"2","key":"26_CR3","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1147\/sj.52.0078","volume":"5","author":"LA Belady","year":"1966","unstructured":"Belady, L.A.: A study of replacement algorithms for a virtual-storage computer. IBM Syst. J. 5(2), 78\u2013101 (1966)","journal-title":"IBM Syst. J."},{"key":"26_CR4","unstructured":"Bin, S., B\u00fchmann, L., Lehmann, J., Ngonga\u00a0Ngomo, A.C.: Towards sparql-based induction for large-scale rdf data sets. In: ECAI 2016, pp. 1551\u20131552. IOS Press (2016)"},{"key":"26_CR5","unstructured":"Brachman, R.J.: A structural paradigm for representing knowledge. Bolt, Beranek and Newman (1978)"},{"key":"26_CR6","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1016\/j.websem.2016.06.001","volume":"39","author":"L B\u00fchmann","year":"2016","unstructured":"B\u00fchmann, L., Lehmann, J., Westphal, P.: Dl-learner\u2013a framework for inductive learning on the semantic web. J. Web Semant. 39, 15\u201324 (2016)","journal-title":"J. Web Semant."},{"issue":"1","key":"26_CR7","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1007\/s10817-016-9386-0","volume":"58","author":"II Ceylan","year":"2017","unstructured":"Ceylan, I.I., Penaloza, R.: The Bayesian ontology language bel. J. Autom. Reason. 58(1), 67\u201395 (2017)","journal-title":"J. Autom. Reason."},{"key":"26_CR8","doi-asserted-by":"crossref","unstructured":"Demir, C., Ngomo, A.C.N.: Neuro-symbolic class expression learning. In: IJCAI, pp. 3624\u20133632 (2023)","DOI":"10.24963\/ijcai.2023\/403"},{"key":"26_CR9","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1007\/978-3-540-85928-4_12","volume-title":"Inductive Logic Programming","author":"N Fanizzi","year":"2008","unstructured":"Fanizzi, N., d\u2019Amato, C., Esposito, F.: DL-FOIL Concept Learning in Description Logics. In: \u017delezn\u00fd, F., Lavra\u010d, N. (eds.) ILP 2008. LNCS (LNAI), vol. 5194, pp. 107\u2013121. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-85928-4_12"},{"key":"26_CR10","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1007\/978-3-030-03667-6_7","volume-title":"Knowledge Engineering and Knowledge Management","author":"N Fanizzi","year":"2018","unstructured":"Fanizzi, N., Rizzo, G., d\u2019Amato, C., Esposito, F.: DLFoil: Class Expression Learning Revisited. In: Faron Zucker, C., Ghidini, C., Napoli, A., Toussaint, Y. (eds.) EKAW 2018. LNCS (LNAI), vol. 11313, pp. 98\u2013113. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-030-03667-6_7"},{"key":"26_CR11","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1007\/s10817-014-9305-1","volume":"53","author":"B Glimm","year":"2014","unstructured":"Glimm, B., Horrocks, I., Motik, B., Stoilos, G., Wang, Z.: Hermit: an owl 2 reasoner. J. Autom. Reason. 53, 245\u2013269 (2014)","journal-title":"J. Autom. Reason."},{"key":"26_CR12","doi-asserted-by":"crossref","unstructured":"Heindorf, S., et al.: Evolearner: Learning description logics with evolutionary algorithms. In: Proceedings of the ACM Web Conference 2022, pp. 818\u2013828 (2022)","DOI":"10.1145\/3485447.3511925"},{"key":"26_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1007\/978-3-030-30793-6_13","volume-title":"The Semantic Web \u2013 ISWC 2019","author":"N Heist","year":"2019","unstructured":"Heist, N., Paulheim, H.: Uncovering the Semantics of Wikipedia Categories. In: Ghidini, C., et al. (eds.) ISWC 2019. LNCS, vol. 11778, pp. 219\u2013236. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-30793-6_13"},{"key":"26_CR14","doi-asserted-by":"publisher","unstructured":"Karalis, N., Bigerl, A., Demir, C., Heidrich, L., Ngomo, A.N.: Evaluating negation with multi-way joins accelerates class expression learning. In: Bifet, A., Davis, J., Krilavicius, T., Kull, M., Ntoutsi, E., Zliobaite, I. (eds.) Machine Learning and Knowledge Discovery in Databases. Research Track -European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part VI. Lecture Notes in Computer Science, vol. 14946, pp. 199\u2013216. Springer, Cham (2024). https:\/\/doi.org\/10.1007\/978-3-031-70365-2_12, https:\/\/doi.org\/10.1007\/978-3-031-70365-2_12","DOI":"10.1007\/978-3-031-70365-2_12"},{"issue":"1","key":"26_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10817-013-9296-3","volume":"53","author":"Y Kazakov","year":"2014","unstructured":"Kazakov, Y., Kr\u00f6tzsch, M., Siman\u010d\u00edk, F.: The incredible elk: from polynomial procedures to efficient reasoning with e l ontologies. J. Autom. Reason. 53(1), 1\u201361 (2014)","journal-title":"J. Autom. Reason."},{"key":"26_CR16","doi-asserted-by":"publisher","unstructured":"Kouagou, N.J., Heindorf, S., Demir, C., Ngonga\u00a0Ngomo, A.C.: Neural class expression synthesis. In: Pesquita, C., et al. (eds.) European Semantic Web Conference, pp. 209\u2013226. Springer, Cham (2023). https:\/\/doi.org\/10.1007\/978-3-031-33455-9_13","DOI":"10.1007\/978-3-031-33455-9_13"},{"key":"26_CR17","doi-asserted-by":"crossref","unstructured":"Kouagou, N.J., Heindorf, S., Demir, C., Ngonga\u00a0Ngomo, A.C.: Neural class expression synthesis in alchiq (d). In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases. pp. 196\u2013212. Springer, Cham (2023)","DOI":"10.1007\/978-3-031-43421-1_12"},{"issue":"4","key":"26_CR18","doi-asserted-by":"publisher","first-page":"660","DOI":"10.1093\/bioinformatics\/btx624","volume":"34","author":"M Kulmanov","year":"2018","unstructured":"Kulmanov, M., Khan, M.A., Hoehndorf, R.: Deepgo: predicting protein functions from sequence and interactions using a deep ontology-aware classifier. Bioinformatics 34(4), 660\u2013668 (2018)","journal-title":"Bioinformatics"},{"issue":"1","key":"26_CR19","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1016\/j.websem.2011.01.001","volume":"9","author":"J Lehmann","year":"2011","unstructured":"Lehmann, J., Auer, S., B\u00fchmann, L., Tramp, S.: Class expression learning for ontology engineering. J. Web Semant. 9(1), 71\u201381 (2011)","journal-title":"J. Web Semant."},{"key":"26_CR20","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1007\/s10994-009-5146-2","volume":"78","author":"J Lehmann","year":"2010","unstructured":"Lehmann, J., Hitzler, P.: Concept learning in description logics using refinement operators. Mach. Learn. 78, 203\u2013250 (2010)","journal-title":"Mach. Learn."},{"issue":"4","key":"26_CR21","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1109\/MC.2004.1297303","volume":"37","author":"N Megiddo","year":"2004","unstructured":"Megiddo, N., Modha, D.S.: Outperforming lru with an adaptive replacement cache algorithm. Computer 37(4), 58\u201365 (2004)","journal-title":"Computer"},{"key":"26_CR22","first-page":"40","volume":"1","author":"D Nardi","year":"2003","unstructured":"Nardi, D., Brachman, R.J., et al.: An introduction to description logics. Description Logic Handb. 1, 40 (2003)","journal-title":"Description Logic Handb."},{"key":"26_CR23","doi-asserted-by":"crossref","unstructured":"O\u2019neil, E.J., O\u2019Neil, P.E., Weikum, G.: An optimality proof of the lru-k page replacement algorithm. J. ACM (JACM) 46(1), 92\u2013112 (1999)","DOI":"10.1145\/300515.300518"},{"issue":"2","key":"26_CR24","first-page":"1","volume":"8","author":"S Oramas","year":"2016","unstructured":"Oramas, S., Ostuni, V.C., Noia, T.D., Serra, X., Sciascio, E.D.: Sound and music recommendation with knowledge graphs. ACM Trans. Intell. Syst. Technol. (TIST) 8(2), 1\u201321 (2016)","journal-title":"ACM Trans. Intell. Syst. Technol. (TIST)"},{"key":"26_CR25","doi-asserted-by":"publisher","first-page":"256","DOI":"10.1016\/j.future.2020.02.071","volume":"108","author":"G Rizzo","year":"2020","unstructured":"Rizzo, G., Fanizzi, N., d\u2019Amato, C.: Class expression induction as concept space exploration: from dl-foil to dl-focl. Futur. Gener. Comput. Syst. 108, 256\u2013272 (2020)","journal-title":"Futur. Gener. Comput. Syst."},{"key":"26_CR26","doi-asserted-by":"crossref","unstructured":"Sarker, M.K., Hitzler, P.: Efficient concept induction for description logics. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.\u00a033, pp. 3036\u20133043 (2019)","DOI":"10.1609\/aaai.v33i01.33013036"},{"key":"26_CR27","doi-asserted-by":"crossref","unstructured":"Sethumurugan, S., Yin, J., Sartori, J.: Designing a cost-effective cache replacement policy using machine learning. In: 2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA), pp. 291\u2013303. IEEE (2021)","DOI":"10.1109\/HPCA51647.2021.00033"},{"key":"26_CR28","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/978-3-030-62466-8_6","volume-title":"The Semantic Web \u2013 ISWC 2020","author":"G Singh","year":"2020","unstructured":"Singh, G., Bhatia, S., Mutharaju, R.: OWL2Bench: A Benchmark for OWL 2 Reasoners. In: Pan, J.Z., et al. (eds.) ISWC 2020. LNCS, vol. 12507, pp. 81\u201396. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-62466-8_6"},{"issue":"2","key":"26_CR29","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.websem.2007.03.004","volume":"5","author":"E Sirin","year":"2007","unstructured":"Sirin, E., Parsia, B., Grau, B.C., Kalyanpur, A., Katz, Y.: Pellet: a practical owl-dl reasoner. J. Web Semant. 5(2), 51\u201353 (2007)","journal-title":"J. Web Semant."},{"key":"26_CR30","unstructured":"Teyou, L.M.K., et al.: Neural reasoning for robust instance retrieval in shoiq. arXiv preprint arXiv:2510.20457 (2025)"},{"key":"26_CR31","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"292","DOI":"10.1007\/11814771_26","volume-title":"Automated Reasoning","author":"D Tsarkov","year":"2006","unstructured":"Tsarkov, D., Horrocks, I.: FaCT++ Description Logic Reasoner: System Description. In: Furbach, U., Shankar, N. (eds.) IJCAR 2006. LNCS (LNAI), vol. 4130, pp. 292\u2013297. Springer, Heidelberg (2006). https:\/\/doi.org\/10.1007\/11814771_26"},{"key":"26_CR32","doi-asserted-by":"publisher","unstructured":"Wang, M., Qiu, L., Wang, X.: A survey on knowledge graph embeddings for link prediction. Symmetry 13(3), 485 (2021). https:\/\/doi.org\/10.3390\/SYM13030485","DOI":"10.3390\/SYM13030485"}],"container-title":["Lecture Notes in Computer Science","The Semantic Web"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-25156-5_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T10:15:01Z","timestamp":1778062501000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-25156-5_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032251558","9783032251565"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-25156-5_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"7 May 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ESWC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Semantic Web Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Dubrovnik","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Croatia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 May 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 May 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"esws2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2026.eswc-conferences.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}